C. They wanted to create their own trade networks and eliminate middlemen.
This option best explains the motivation behind the Portuguese exploration efforts to find a sea route to Asia. By establishing direct trade routes, the Portuguese aimed to bypass intermediaries, gaining better access to Asian goods such as spices and silks, which were highly valued in Europe.